Best TWAS P=3.17e-11 · Best GWAS P=2.58e-11 conditioned to 0.101
# | Study | Tissue | Gene | h2 | eQTL R2 | model | # weights | model R2 | model R2 P | eQTL GWAS Z | TWAS Z | TWAS P | Top SNP corr | PP3 | PP4 | joint |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | GTEx | Brain Nucleus accumbens basal ganglia | RAPGEFL1 | 0.16 | 0.06 | lasso | 4 | 0.07 | 7.7e-03 | 6.0 | 5.8 | 8.8e-09 | -0.82 | 0.04 | 0.72 | FALSE |
2 | GTEx | Cells Transformed fibroblasts | GSDMB | 0.11 | 0.02 | enet | 18 | 0.06 | 4.9e-05 | -6.5 | -5.3 | 9.0e-08 | 0.75 | 0.01 | 0.99 | FALSE |
3 | GTEx | Cells Transformed fibroblasts | STARD3 | 0.08 | 0.01 | enet | 18 | 0.01 | 3.3e-02 | -5.2 | -5.7 | 1.2e-08 | 0.45 | 0.18 | 0.47 | FALSE |
4 | GTEx | Cells Transformed fibroblasts | ORMDL3 | 0.24 | 0.09 | enet | 21 | 0.07 | 7.8e-06 | -5.7 | -6.4 | 1.9e-10 | 0.83 | 0.01 | 0.99 | FALSE |
5 | GTEx | Colon Transverse | GSDMB | 0.14 | 0.11 | enet | 18 | 0.12 | 2.0e-06 | 6.0 | -5.6 | 2.6e-08 | 0.89 | 0.04 | 0.96 | FALSE |
6 | GTEx | Heart Atrial Appendage | PNMT | 0.14 | -0.01 | lasso | 8 | 0.00 | 5.3e-01 | 6.0 | -6.2 | 4.5e-10 | 0.85 | 0.12 | 0.42 | FALSE |
7 | GTEx | Lung | GSDMB | 0.07 | 0.07 | lasso | 4 | 0.05 | 1.5e-04 | -5.7 | -6.3 | 2.8e-10 | 0.92 | 0.01 | 0.98 | FALSE |
8 | GTEx | Lung | ORMDL3 | 0.16 | 0.13 | enet | 15 | 0.14 | 1.6e-10 | -6.5 | -6.0 | 2.2e-09 | 0.92 | 0.02 | 0.98 | FALSE |
9 | GTEx | Skin Sun Exposed Lower leg | ERBB2 | 0.10 | 0.01 | enet | 8 | 0.01 | 3.5e-02 | -4.3 | -6.0 | 2.1e-09 | 0.80 | 0.18 | 0.55 | FALSE |
10 | GTEx | Skin Sun Exposed Lower leg | ORMDL3 | 0.04 | 0.02 | lasso | 5 | 0.01 | 1.1e-01 | -5.2 | -5.7 | 1.2e-08 | 0.51 | 0.02 | 0.85 | FALSE |
11 | GTEx | Spleen | GSDMB | 0.50 | 0.45 | enet | 14 | 0.43 | 1.9e-12 | -5.7 | -5.7 | 9.6e-09 | 0.91 | 0.06 | 0.94 | FALSE |
12 | GTEx | Spleen | ORMDL3 | 0.40 | 0.44 | enet | 11 | 0.39 | 5.7e-11 | -5.7 | -5.9 | 2.7e-09 | 0.94 | 0.05 | 0.95 | FALSE |
13 | GTEx | Whole Blood | GSDMB | 0.15 | 0.10 | lasso | 4 | 0.10 | 4.5e-09 | -6.5 | -6.5 | 9.3e-11 | 0.97 | 0.01 | 0.99 | FALSE |
14 | GTEx | Whole Blood | ORMDL3 | 0.18 | 0.12 | lasso | 5 | 0.14 | 1.8e-12 | -5.7 | -5.8 | 5.1e-09 | 0.90 | 0.17 | 0.83 | FALSE |
15 | NTR | Blood | GSDMB | 0.09 | 0.10 | enet | 16 | 0.12 | 3.8e-36 | -6.2 | -6.2 | 6.8e-10 | 0.93 | 0.01 | 0.99 | FALSE |
16 | NTR | Blood | IKZF3 | 0.04 | 0.03 | blup | 319 | 0.02 | 1.5e-08 | 5.9 | 5.3 | 1.2e-07 | -0.86 | 0.04 | 0.96 | FALSE |
17 | NTR | Blood | ORMDL3 | 0.10 | 0.10 | enet | 24 | 0.12 | 4.4e-36 | 6.1 | -6.3 | 3.7e-10 | 0.88 | 0.02 | 0.98 | FALSE |
18 | YFS | Blood | GSDMB | 0.36 | 0.41 | lasso | 12 | 0.49 | 4.0e-186 | -6.6 | -6.2 | 5.1e-10 | 0.90 | 0.01 | 0.99 | FALSE |
19 | YFS | Blood | ORMDL3 | 0.31 | 0.36 | lasso | 9 | 0.45 | 2.2e-165 | -6.6 | -6.0 | 2.4e-09 | 0.87 | 0.01 | 0.99 | FALSE |
20 | The Cancer Genome Atlas | Colon Adenocarcinoma | GSDMB | 0.10 | 0.15 | blup | 40 | 0.14 | 1.2e-08 | 6.3 | -5.5 | 3.6e-08 | 0.91 | 0.03 | 0.97 | FALSE |
21 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ORMDL3 | 0.01 | 0.01 | blup | 36 | 0.00 | 8.5e-02 | 6.3 | -5.7 | 1.2e-08 | 0.89 | 0.02 | 0.62 | FALSE |
22 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GSDMB | 0.06 | 0.05 | enet | 7 | 0.05 | 2.2e-06 | -6.2 | -6.4 | 2.0e-10 | 0.96 | 0.01 | 0.99 | FALSE |
23 | The Cancer Genome Atlas | Lung Adenocarcinoma | GSDMB | 0.05 | 0.07 | blup | 39 | 0.05 | 1.4e-06 | -6.3 | -6.2 | 5.7e-10 | 0.94 | 0.02 | 0.98 | FALSE |
24 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | GSDMB | 0.02 | 0.01 | blup | 39 | 0.01 | 1.5e-02 | -6.3 | -6.2 | 4.3e-10 | 0.93 | 0.02 | 0.81 | FALSE |
25 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ORMDL3 | 0.03 | 0.04 | lasso | 2 | 0.04 | 2.9e-05 | 5.9 | -6.2 | 4.6e-10 | 0.94 | 0.03 | 0.96 | FALSE |
26 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | GSDMB | 0.14 | 0.16 | lasso | 4 | 0.14 | 2.4e-06 | 6.0 | -5.7 | 9.5e-09 | 0.88 | 0.04 | 0.95 | FALSE |
27 | The Cancer Genome Atlas | Rectum Adenocarcinoma | GSDMB | 0.14 | 0.09 | blup | 39 | 0.17 | 7.0e-05 | 5.3 | -5.8 | 5.5e-09 | 0.90 | 0.02 | 0.89 | FALSE |
28 | The Cancer Genome Atlas | Stomach Adenocarcinoma | GSDMB | 0.06 | 0.08 | enet | 7 | 0.08 | 1.1e-06 | -5.8 | -5.9 | 3.2e-09 | 0.92 | 0.04 | 0.96 | FALSE |
29 | The Cancer Genome Atlas | Stomach Adenocarcinoma | IKZF3 | 0.03 | 0.01 | blup | 43 | 0.02 | 1.3e-02 | -6.7 | 6.0 | 1.6e-09 | -0.84 | 0.01 | 0.74 | FALSE |
30 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ZPBP2 | 0.08 | 0.09 | enet | 5 | 0.10 | 6.1e-08 | -6.3 | 6.1 | 9.3e-10 | -0.94 | 0.03 | 0.97 | FALSE |
31 | The Cancer Genome Atlas | Thyroid Carcinoma | GSDMB | 0.08 | 0.08 | blup | 40 | 0.09 | 6.6e-09 | -6.2 | -6.6 | 3.2e-11 | 0.89 | 0.01 | 0.99 | TRUE |
32 | The Cancer Genome Atlas | Thyroid Carcinoma | ORMDL3 | 0.08 | 0.13 | blup | 37 | 0.15 | 3.8e-14 | -5.7 | -6.3 | 3.0e-10 | 0.93 | 0.03 | 0.97 | FALSE |